semi-markov-decision-process

This repo consists of the codes used for a paper titled "DISFUNCTIONALITY HAZARD: A RISK-BASED TOOL TO SUPPORT THE RESILIENT DESIGN OF SYSTEMS SUBJECTED TO SINGLE HAZARDS AND MULTIHAZARDS."

In this project, we tried two different Learning Algorithms for Hierarchical RL on the Taxi-v3 environment from OpenAI gym. SMDP Q-Learning and Intra Option Q-Learning and contrasted them with two other methods that involve hardcoding based on human understanding. We conclude that the solutions learnt by machine are way superior than humans for …

Reinforcement learning models of human decision making in time allocation behavioral experiments

This project simulates wealth accumulation during the pre‑retirement phase using multiple financial return models. The goal is to compare deterministic and stochastic approaches to long‑term portfolio growth.

Dashboard documentation for the simulating the evolution of object proportions under a mean field approach.

Temporal expected threat modeling with semi-Markov processes, survival analysis and StatsBomb 360 data.